Condition: New. pp. 700.
Condition: New. pp. 700.
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Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
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Hardcover. Condition: new. Hardcover. A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.A broad introduction to algorithms for decision making under uncertainty, introducing the underlying mathematical problem formulations and the algorithms for solving them.Automated decision-making systems or decision-support systems-used in applications that range from aircraft collision avoidance to breast cancer screening-must be designed to account for various sources of uncertainty while carefully balancing multiple objectives. This textbook provides a broad introduction to algorithms for decision making under uncertainty, covering the underlying mathematical problem formulations and the algorithms for solving them.The book first addresses the problem of reasoning about uncertainty and objectives in simple decisions at a single point in time, and then turns to sequential decision problems in stochastic environments where the outcomes of our actions are uncertain. It goes on to address model uncertainty, when we do not start with a known model and must learn how to act through interaction with the environment; state uncertainty, in which we do not know the current state of the environment due to imperfect perceptual information; and decision contexts involving multiple agents. The book focuses primarily on planning and reinforcement learning, although some of the techniques presented draw on elements of supervised learning and optimization. Algorithms are implemented in the Julia programming language. Figures, examples, and exercises convey the intuition behind the various approaches presented. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Hardcover. Condition: Brand New. 704 pages. 9.00x8.00x1.50 inches. In Stock.
Published by Mit Press, 2022
Language: English
Seller: Books in my Basket, New Delhi, India
Hardcover. Condition: New. ISBN:9780262047012.
Condition: New.
Condition: New. pp. 700.
Condition: As New. Unread book in perfect condition.
Published by MIT Press 2022-08-16, 2022
ISBN 10: 0262047012 ISBN 13: 9780262047012
Language: English
Seller: Chiron Media, Wallingford, United Kingdom
Hardcover. Condition: New.
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Condition: New. 2022. Hardcover. . . . . .
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Condition: New. 2022. Hardcover. . . . . . Books ship from the US and Ireland.
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Published by The MIT Press, 2022
Seller: Bellwetherbooks, McKeesport, PA, U.S.A.
hardcover. Condition: Very Good. Very Good Condition - May show some limited signs of wear and may have a remainder mark. Pages and dust cover are intact and not marred by notes or highlighting.
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Hardcover. Condition: New. Brand New! Fast Delivery This is an International Edition and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 7-10 days and we do have flat rate for up to 2LB. Extra shipping charges will be requested if the Book weight is more than 5 LB. This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability.
Hardback. Condition: New.